At last, big day #1 has arrived. Ever since Draghi dropped the big hint on October 22nd, today has been eagerly awaited by punters and analysts alike. It's hard to believe that EUR/USD was above 1.13 to start that day; it feels like it's been sub 1.10 for a lot longer than that.
Following on from yesterday's post, Macro Man has been somewhat bemused by the price action ahead of the ECB, but he probably shouldn't have been. Fixed income has been rock solid, the euro has remained close to its lows despite some indifferent news flow, and the equity market has had a bit of a pullback.
If we compare the normalized cumulative moves (using 2014 volatilities) in these three assets, we find that Eurozone equities have been the worst performer of the three, and not just because of the August-September Chinageddon.
![](data:image/png;base64,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)
Markets generally like to back a winner, but even more so as the end of the year approaches and the race to get paid is on. For better or for worse, European equities are looking primarily like a value play at the moment, and that apparently is just not sexy enough for Santa.
Because the ECB is far from a monolithic institutions, it's always difficult to know what to do with "sources" stories, since there are so many potential...errr....sources. Back in the old days when you'd see a few hundred thousand euribor options go through an hour before the "sources" story hit the tape, you could have a pretty good idea that the source was close to the top. These days, who knows.
Regardless, the story yesterday that the staff would make only minor (some might say trivial) adjustments to their forecasts would certainly appear to call into question the scope for dramatic further easing. After all, if the outlook hasn't changed dramatically, why wheel out the bazooka? This was also the general tone of the earlier story that was referenced in yesterday's post.
If we look at spot inflation dynamics, we also find little rationale for additional easing. Yes, the headline inflation rate is close to zero, but a goodly portion of that is energy; ex-energy CPI is 1.0%, up from 0.5% 18 months ago.
![](data:image/png;base64,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)
Importantly, the recovery in prices has broadened. At the beginning of the year, only 7 of the 12 major expenditure categories had positive y/y price changes; now, 9 do. The chart of the median CPI of these categories clearly seems to suggest something of a turning point vis-a-vis underlying price dynamics.
![](data:image/png;base64,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)
Throw in some more favourable energy base effects moving forwards, and it's easy to see headline CPI snapping back in H1 next year. No doubt the Germanic contingent of the ECB is thinking that this is exactly what's going to happen. So, too, may Draghi for all we know. But Super Mario has proven to be nothing if not a master pragmatist, and having essentially promised action in October, he'll be keen to deliver today. If it pours gas on a nascent fire, so much the better for ensuring recovery.
As noted yesterday, however, Macro Man cannot shake the concern that there will be some disappointment. So credible has Draghi become that it seems that few are even prepared to contemplate an outcome other than over-delivering (having under-promised via these recent 'sources' stories?) Those of us who were heavily long the European short end in the first half of 2013 can certainly recall a period when Draghi did not over-deliver, though of course that's ancient history.
But when he sees broker notes suggesting that a 2-3 big figure drop in EUR/USD today is a likely outcome, Macro Man gets nervous. Throw in the Fed saying the sorts of things that they should have been saying two years ago, and he gets even more so. He remains small short EUR, but has to concede that if he had a bigger position he'd be sweating...and looking for some longer dated low delta upside as a hedge.
Following on from yesterday's post, Macro Man has been somewhat bemused by the price action ahead of the ECB, but he probably shouldn't have been. Fixed income has been rock solid, the euro has remained close to its lows despite some indifferent news flow, and the equity market has had a bit of a pullback.
If we compare the normalized cumulative moves (using 2014 volatilities) in these three assets, we find that Eurozone equities have been the worst performer of the three, and not just because of the August-September Chinageddon.
Markets generally like to back a winner, but even more so as the end of the year approaches and the race to get paid is on. For better or for worse, European equities are looking primarily like a value play at the moment, and that apparently is just not sexy enough for Santa.
Because the ECB is far from a monolithic institutions, it's always difficult to know what to do with "sources" stories, since there are so many potential...errr....sources. Back in the old days when you'd see a few hundred thousand euribor options go through an hour before the "sources" story hit the tape, you could have a pretty good idea that the source was close to the top. These days, who knows.
Regardless, the story yesterday that the staff would make only minor (some might say trivial) adjustments to their forecasts would certainly appear to call into question the scope for dramatic further easing. After all, if the outlook hasn't changed dramatically, why wheel out the bazooka? This was also the general tone of the earlier story that was referenced in yesterday's post.
If we look at spot inflation dynamics, we also find little rationale for additional easing. Yes, the headline inflation rate is close to zero, but a goodly portion of that is energy; ex-energy CPI is 1.0%, up from 0.5% 18 months ago.
Importantly, the recovery in prices has broadened. At the beginning of the year, only 7 of the 12 major expenditure categories had positive y/y price changes; now, 9 do. The chart of the median CPI of these categories clearly seems to suggest something of a turning point vis-a-vis underlying price dynamics.
Throw in some more favourable energy base effects moving forwards, and it's easy to see headline CPI snapping back in H1 next year. No doubt the Germanic contingent of the ECB is thinking that this is exactly what's going to happen. So, too, may Draghi for all we know. But Super Mario has proven to be nothing if not a master pragmatist, and having essentially promised action in October, he'll be keen to deliver today. If it pours gas on a nascent fire, so much the better for ensuring recovery.
As noted yesterday, however, Macro Man cannot shake the concern that there will be some disappointment. So credible has Draghi become that it seems that few are even prepared to contemplate an outcome other than over-delivering (having under-promised via these recent 'sources' stories?) Those of us who were heavily long the European short end in the first half of 2013 can certainly recall a period when Draghi did not over-deliver, though of course that's ancient history.
But when he sees broker notes suggesting that a 2-3 big figure drop in EUR/USD today is a likely outcome, Macro Man gets nervous. Throw in the Fed saying the sorts of things that they should have been saying two years ago, and he gets even more so. He remains small short EUR, but has to concede that if he had a bigger position he'd be sweating...and looking for some longer dated low delta upside as a hedge.
20 comments
Click here for commentsEU economic growth increasing - ECB will launch more QE, cut rates.
ReplyUS is approaching recession - Fed has abandoned QE, will hike rates.
rofl
Dax is being front-run heavily be big money, looks like the ECB have already told the banks that more easing is coming today.
ReplyEx energy at 1% is what Draghi has a problem with because this is where inflation will stabilise at when the base effects of oil fall out of the yoy headline figure. The data has been positive recently but its important to not lose sight of the bigger picture, growth is still stuck at low levels, 1.5% growth is not bad but its not going to close the huge output gap very quickly. I say fair play to Draghi for wanting to be pro active and get ahead of the curve. The EUR could very well pop higher today especially with non farm tomorrow but I think it will be faded pretty quickly given the medium term outlook for the ECB/FED divergence.
ReplyThe rate decision was erroneously leaked/hacked on the FT. Already a bit of shit show. Things look in line to underwhelming.
ReplyHeh. Fireworks indeed.
ReplyGo the FT.
Not sure Draghi had any hope of keeping everyone satisfied.
Fading expectations of CB actions into CB announcements has been the trade of 2015.
ReplyECB do it again
Almost too easy this ..
Anyone going for a 'no fed hike' for the multi forecast Ladbrokes special?
Citi experiences extraordinary levels of market volume following ECB decision. EURUSD 500% to 600% higher as normal
ReplyWow, what a bloody slaughter of crowed trade
ReplyThe proctologist is busy today.
ReplyI just heard a loud thud - did Leftback fall off his hammock from sheer excitement?
ReplyParadoxically, the more adverse a reaction we get to the ECB decision, the more likely it is that Yellen believes the way to fellate the market would be to, first and foremost, meet its expectations, which in the case of the US implies a hike.
Like I said yesterday, will be an interesting few weeks. 2's/10's could be in 15-20 bps by the time its all said and done.
Big day also for Brazil ... EWZ up 3+% this morning ... an anti-Dilma rally?
ReplyTechnical stops taken out in Euro this morning, though honestly not sure why ppl still do that. But that was fun trading.
ReplyIn other markets, the MLP's are getting hammered again, as Natural Gas ekes lower. Year end selling written all over this one but until gas/oil price pop, its a tough trade. This time HY &IG pipleline bonds are getting hit as well.
ISM services crap again, inline with MM theme of everything surprising to the downside.
CCC bonds have stopped going down at least. As long as oil holds in hear I'm gonna stay in the bull camp
Position squaring all over the place as far as I can see... which includes short covering in some of the more crowded equity trades. My main take on the ECB, well ... biggest story (on the day) is really that they CUT inflation forecasts, but opted to deliver less than the market expected. Speculations as to why will mount, but perhaps Draghi and the uber doves struggled to get the rest aboard on the kitchen sink.
ReplyMore generally, this is a significant further easing package committing to much lower rates, for much longer and more QE. Of course, it will take a while before that reality sets in. December looks difficult now, with Draghi cancelling x-mas.
Eurostoxx futures, the busiest, most liquid contract in the world are down FIVE PERCENT. Crowded long trade it was
Replyno triumph here but if some of you paid attention to my warning two threads ago regarding Draghi Santa... it would made me feel useful as the resident 'cautious' grandpa. 'Normal' trading is back, the CB put slowly dissolving.
i built such a massive short this week i have to take 2/3 off the table at close tonight the rest may run into January
I was expecting EUR to rebound as the part of "buy on news", though the magnitude is still surprising.
ReplyInteresting development on US equity. Now we are two weeks away from Fed lifting rate, I would think that it is another chance to load equity, because the first rate raise usually won't be the straw to break camel's back. So there is likely to be another round of SP rally here, maybe the last before the next financial crisis.
An inverted yield curve (2-10) has always been, and will almost certainly be again, a necessary precursor to the coming financial catastrophe. I bring this up today because the curve is having one of the most steepening 1-day moves in years.
ReplyYes, punters, that thud was indeed LB falling out of the hammock and rolling on the floor laughing at the spectacle of so many traders caught offside. We did mention that short EURUSD was a crowded trade, didn't we? Now that, my friends, is a squeeze.
ReplyWish we had traded the EURUSD directly from the long side, but like Nico we elected to trade equities instead, in our case we were long SPY puts and it's been a decent day. The surprise to us was the massive reversal in US rates, but this seems to us a perfect opportunity to reload our long US fixed income position, as the US data seem to be getting weaker by the day.
Spoos seem to more or less bounce off the 50 day moving average, and we closed our options punt. One simple reading of the price action is that the selling is over for now, with Spoos now pinned into a narrow range between the 50 and 200 dma. So that means equities may be boring for a while. Meanwhile fixed income and FX are where all the volatility promises to be in the next few days. We will probably take a pass on tomorrow's trading after the BLS Random Number Generator but we will be keen to pick things up after the dust settles. For now, we have added modestly to our long TLT and AGG positions.
ReplyAnonymousNovember 30, 2015 at 11:09 AM
Reply"Just buy european equities,sell euro, sell oil.. What could possibly go wrong."
Apparently not much with the BOJ supporting all equity bids. There are times when QE is free money. This is one of them."
The holiday grind ups give such a fall impression. See China's week off after their slaughter and Thanksgiving after Paris.
Bund is back to the previous ECB, Esx back to Monday after Paris. Grind up in ignorance then reality. But, if we're all making money, whatever works.
Would love an opec surprise. USD might help.
"Time for caution on the Euro"
ReplyMM - credit where credit is due. Sometimes the simple ones are the best and this was superbly thought out, clearly enunciated and profitable.
Satisfaction guaranteed indeed